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Deep learning for predicting immunotherapeutic efficacy in advanced non-small cell lung cancer patients: a retrospective study combining progression-free survival risk and overall survival risk
期刊论文
TRANSLATIONAL LUNG CANCER RESEARCH, 2022, 页码: 23
作者:
He, Bing-Xi
;
Zhong, Yi-Fan
;
Zhu, Yong-Bei
;
Deng, Jia-Jun
;
Fang, Meng-Jie
;
She, Yun-Lang
;
Wang, Ting-Ting
;
Yang, Yang
;
Sun, Xi-Wen
;
Belluomini, Lorenzo
;
Watanabe, Satoshi
;
Dong, Di
;
Tian, Jie
;
Xie, Dong
Adobe PDF(3742Kb)
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浏览/下载:283/36
  |  
提交时间:2022/06/10
Tumor biomarkers
immunotherapy
lung neoplasms
programmed cell death 1 receptor (PD-1 receptor)
biostatistics
Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 600-614
作者:
Du, Changde
;
Du, Changying
;
Huang, Lijie
;
Wang, Haibao
;
He, Huiguang
Adobe PDF(8742Kb)
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浏览/下载:364/154
  |  
提交时间:2022/03/17
Decoding
Image reconstruction
Functional magnetic resonance imaging
Visualization
Task analysis
Brain
Correlation
Deep neural network (DNN)
functional magnetic resonance imaging (fMRI)
image reconstruction
multioutput regression
neural decoding
Deep learning radiomics of dual-energy computed tomography for predicting lymph node metastases of pancreatic ductal adenocarcinoma
期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2021, 页码: 13
作者:
An, Chao
;
Li, Dongyang
;
Li, Sheng
;
Li, Wangzhong
;
Tong, Tong
;
Liu, Lizhi
;
Jiang, Dongping
;
Jiang, Linling
;
Ruan, Guangying
;
Hai, Ning
;
Fu, Yan
;
Wang, Kun
;
Zhuo, Shuiqing
;
Tian, Jie
Adobe PDF(2925Kb)
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浏览/下载:274/53
  |  
提交时间:2021/12/28
Lymph node metastases
Pancreatic ductal adenocarcinoma
Deep learning
Dual-energy computed tomography
Prognosis
Predicting response to immunotherapy in advanced non-small-cell lung cancer using tumor mutational burden radiomic biomarker
期刊论文
JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2020, 卷号: 8, 期号: 2, 页码: 10
作者:
He, Bingxi
;
Dong, Di
;
She, Yunlang
;
Zhou, Caicun
;
Fang, Mengjie
;
Zhu, Yongbei
;
Zhang, Henghui
;
Huang, Zhipei
;
Jiang, Tao
;
Tian, Jie
;
Chen, Chang
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Adobe PDF(5232Kb)
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浏览/下载:306/54
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提交时间:2020/08/24
immunotherapy
lung neoplasms
tumor microenvironment
biomarkers
tumor
biostatistics
Multiplanar MRI-Based Predictive Model for Preoperative Assessment of Lymph Node Metastasis in Endometrial Cancer
期刊论文
FRONTIERS IN ONCOLOGY, 2019, 卷号: 9, 页码: 1007
作者:
Xu, Xiaojuan
;
Li, Hailin
;
Wang, Siwen
;
Fang, Mengjie
;
Zhong, Lianzhen
;
Fan, Wenwen
;
Dong, Di
;
Tian, Jie
;
Zhao, Xinming
Adobe PDF(2786Kb)
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浏览/下载:257/37
  |  
提交时间:2020/03/30
endometrial cancer
lymph node
metastasis
magnetic resonance imaging
radiomics
Parallel group ICA plus ICA: Joint estimation of linked functional network variability and structural covariation with application to schizophrenia
期刊论文
HUMAN BRAIN MAPPING, 2019, 卷号: 40, 期号: 13, 页码: 3795-3809
作者:
Qi, Shile
;
Sui, Jing
;
Chen, Jiayu
;
Liu, Jingyu
;
Jiang, Rongtao
;
Silva, Rogers
;
Iraji, Armin
;
Damaraju, Eswar
;
Salman, Mustafa
;
Lin, Dongdong
;
Fu, Zening
;
Zhi, Dongmei
;
Turner, Jessica A.
;
Bustillo, Juan
;
Ford, Judith M.
;
Mathalon, Daniel H.
;
Voyvodic, James
;
McEwen, Sarah
;
Preda, Adrian
;
Belger, Aysenil
;
Potkin, Steven G.
;
Mueller, Bryon A.
;
Adali, Tulay
;
Calhoun, Vince D.
Adobe PDF(6363Kb)
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浏览/下载:330/0
  |  
提交时间:2019/12/16
group independent component analysis
multimodal fusion
parallel independent component analysis
schizophrenia
subjects' variability
temporal information
Prognostic Value of Deep Learning PET/CT-Based Radiomics: Potential Role for Future Individual Induction Chemotherapy in Advanced Nasopharyngeal Carcinoma
期刊论文
CLINICAL CANCER RESEARCH, 2019, 卷号: 25, 期号: 14, 页码: 4271-4279
作者:
Peng, Hao
;
Dong, Di
;
Fang, Meng-Jie
;
Li, Lu
;
Tang, Ling-Long
;
Chen, Lei
;
Li, Wen-Fei
;
Mao, Yan-Ping
;
Fan, Wei
;
Liu, Li-Zhi
;
Tian, Li
;
Lin, Ai-Hua
;
Sun, Ying
;
Tian, Jie
;
Ma, Jun
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Adobe PDF(1141Kb)
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浏览/下载:334/53
  |  
提交时间:2019/12/16
Advanced Nasopharyngeal Carcinoma
Focal Boundary Guided Salient Object Detection
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 6, 页码: 2813-2824
作者:
Wang, Yupei
;
Zhao, Xin
;
Hu, Xuecai
;
Li, Yin
;
Huang, Kaiqi
浏览
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Adobe PDF(3275Kb)
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收藏
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浏览/下载:552/259
  |  
提交时间:2019/04/19
Visual saliency detection
salient object segmentation
boundary detection
deep learning
Reconstruction of Fluorescence Molecular Tomography via a Fused LASSO Method Based on Group Sparsity Prior
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2019, 卷号: 66, 期号: 5, 页码: 1361-1371
作者:
Jiang, Shixin
;
Liu, Jie
;
Zhang, Guanglei
;
An, Yu
;
Meng, Hui
;
Gao, Yuan
;
Wang, Kun
;
Tian, Jie
浏览
  |  
Adobe PDF(5641Kb)
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浏览/下载:488/120
  |  
提交时间:2019/07/11
Fluorescence molecular tomography
image reconstruction
fused LASSO method
group sparsity
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks
期刊论文
IEEE Transactions on Image Processing, 2019, 卷号: 28, 期号: 3, 页码: 1285-1298
作者:
Wang, Yupei
;
Zhao, Xin
;
Li, Yin
;
Huang, Kaiqi
浏览
  |  
Adobe PDF(4781Kb)
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浏览/下载:216/61
  |  
提交时间:2019/04/19
Boundary Detection, Deep Learning